{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 备注\n",
    "> 1. 城市：'全国'、 '北京、 '上海'、 '天津'、 '重庆'、 '广州'、'深圳'、 '苏州'、 '南京'、 '杭州'、 '大连'、'成都'、 '武汉'、 '西安'\n",
    "> 2. 关键词：不限制\n",
    "> 3. 工作经验：'应届生'、 '实习生'、 '1年以内'、 '1-3年'、'3-5年'、 '5-10年'、'10年以上'\n",
    "> 4. 公司规模：1-49人、50-99人、100-499人、500-999人、1000-2000人、2000-5000人、5000-10000人、10000人以上"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "这是第1页，接下来将先等待8秒...然后以继续抓取\n",
      "这是第2页，接下来将先等待5秒...然后以继续抓取\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dataParams</th>\n",
       "      <th>dataInfo</th>\n",
       "      <th>job.labels</th>\n",
       "      <th>job.jobId</th>\n",
       "      <th>job.refreshTime</th>\n",
       "      <th>job.jobKind</th>\n",
       "      <th>job.dq</th>\n",
       "      <th>job.topJob</th>\n",
       "      <th>job.title</th>\n",
       "      <th>job.salary</th>\n",
       "      <th>...</th>\n",
       "      <th>recruiter.chatted</th>\n",
       "      <th>recruiter.recruiterPhoto</th>\n",
       "      <th>comp.compName</th>\n",
       "      <th>comp.compId</th>\n",
       "      <th>comp.compScale</th>\n",
       "      <th>comp.compLogo</th>\n",
       "      <th>comp.link</th>\n",
       "      <th>comp.compIndustry</th>\n",
       "      <th>comp.compStage</th>\n",
       "      <th>job.campusJobKind</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>{\"jobId\":\"58933487\",\"userId\":\"cae51dc559dc97f1...</td>\n",
       "      <td>%7B%22jobId%22%3A%2258933487%22%2C%22pageSize%...</td>\n",
       "      <td>[市场营销, 活动策划, 市场策划, KOL, 政府/社会服务]</td>\n",
       "      <td>58933487</td>\n",
       "      <td>20230530091138</td>\n",
       "      <td>2</td>\n",
       "      <td>深圳-龙华区</td>\n",
       "      <td>False</td>\n",
       "      <td>用户增长与运营，深圳 (MJ007349)</td>\n",
       "      <td>15-30k</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98698dbe6273dcf8516008u.jpg</td>\n",
       "      <td>特斯拉汽车（北京）有限公司</td>\n",
       "      <td>8626076</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>636685295f464d5d0800357c02u.png</td>\n",
       "      <td>https://www.liepin.com/company/8626076/</td>\n",
       "      <td>新能源汽车</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>{\"jobId\":\"55052293\",\"userId\":\"25f31b190a09e347...</td>\n",
       "      <td>%7B%22jobId%22%3A%2255052293%22%2C%22pageSize%...</td>\n",
       "      <td>[市场营销, KOL]</td>\n",
       "      <td>55052293</td>\n",
       "      <td>20221213141751</td>\n",
       "      <td>2</td>\n",
       "      <td>深圳-南山区</td>\n",
       "      <td>False</td>\n",
       "      <td>用户增长与运营，深圳 (MJ007349)</td>\n",
       "      <td>20-30k</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>5fe59ae01ef4276c83ed107706u.jpg</td>\n",
       "      <td>特斯拉汽车（北京）有限公司</td>\n",
       "      <td>8626076</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>636685295f464d5d0800357c02u.png</td>\n",
       "      <td>https://www.liepin.com/company/8626076/</td>\n",
       "      <td>新能源汽车</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>{\"jobId\":\"44470603\",\"userId\":\"f7ff1de94800af77...</td>\n",
       "      <td>%7B%22jobId%22%3A%2244470603%22%2C%22pageSize%...</td>\n",
       "      <td>[数据分析, 用户增长, 用户研究]</td>\n",
       "      <td>44470603</td>\n",
       "      <td>20231101145727</td>\n",
       "      <td>2</td>\n",
       "      <td>深圳-福田区</td>\n",
       "      <td>False</td>\n",
       "      <td>商务经理（用户增长-深圳）</td>\n",
       "      <td>25-50k·14薪</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9868f6d1ab58476f24a008u.jpg</td>\n",
       "      <td>欧科云链</td>\n",
       "      <td>9808147</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>62ff30ffe8dce85d7c934dff08u.png</td>\n",
       "      <td>https://www.liepin.com/company/9808147/</td>\n",
       "      <td>区块链</td>\n",
       "      <td>港股上市</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>{\"jobId\":\"44469399\",\"userId\":\"f7ff1de94800af77...</td>\n",
       "      <td>%7B%22jobId%22%3A%2244469399%22%2C%22pageSize%...</td>\n",
       "      <td>[网络营销, 广告投放, 内容运营, 裂变拉新, 会员用户运营, 转化变现, 社群运营, 新...</td>\n",
       "      <td>44469399</td>\n",
       "      <td>20231101145727</td>\n",
       "      <td>2</td>\n",
       "      <td>深圳-福田区</td>\n",
       "      <td>False</td>\n",
       "      <td>商务经理（用户增长）</td>\n",
       "      <td>25-50k·14薪</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9868f6d1ab58476f24a008u.jpg</td>\n",
       "      <td>欧科云链</td>\n",
       "      <td>9808147</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>62ff30ffe8dce85d7c934dff08u.png</td>\n",
       "      <td>https://www.liepin.com/company/9808147/</td>\n",
       "      <td>区块链</td>\n",
       "      <td>港股上市</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>{\"jobId\":\"62111081\",\"userId\":\"201c7ff7b010899a...</td>\n",
       "      <td>%7B%22jobId%22%3A%2262111081%22%2C%22pageSize%...</td>\n",
       "      <td>[]</td>\n",
       "      <td>62111081</td>\n",
       "      <td>20231010165252</td>\n",
       "      <td>2</td>\n",
       "      <td>深圳-福田区</td>\n",
       "      <td>False</td>\n",
       "      <td>综合管培生</td>\n",
       "      <td>10-15k</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "      <td>深圳市渡尔教育咨询有限公司</td>\n",
       "      <td>9911071</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/9911071/</td>\n",
       "      <td>其他行业</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>{\"recruiterName\":\"曾先生\",\"jobKind\":\"6\",\"jobId\":\"...</td>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobK...</td>\n",
       "      <td>[本科, 架构设计, 功能开发, 模块开发]</td>\n",
       "      <td>47655775</td>\n",
       "      <td>20220302203736</td>\n",
       "      <td>6</td>\n",
       "      <td>深圳-南山区</td>\n",
       "      <td>False</td>\n",
       "      <td>客户端开发工程师-TikTok直播【22春招】</td>\n",
       "      <td>20-30k·15薪</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98698dbe6273dcf8516008u.jpg</td>\n",
       "      <td>字节跳动</td>\n",
       "      <td>7863078</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>5d887b5528021708fa52b44403u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/7863078/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>其他</td>\n",
       "      <td>应届</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>{\"recruiterName\":\"曾先生\",\"jobKind\":\"6\",\"jobId\":\"...</td>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobK...</td>\n",
       "      <td>[本科, 架构设计, 架构开发, PHP, Java, Python, C++]</td>\n",
       "      <td>41417423</td>\n",
       "      <td>20210726142458</td>\n",
       "      <td>6</td>\n",
       "      <td>深圳-南山区</td>\n",
       "      <td>False</td>\n",
       "      <td>后端开发工程师-国际化直播-校招</td>\n",
       "      <td>20-26k·15薪</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98698dbe6273dcf8516008u.jpg</td>\n",
       "      <td>字节跳动</td>\n",
       "      <td>7863078</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>5d887b5528021708fa52b44403u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/7863078/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>其他</td>\n",
       "      <td>应届</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>{\"recruiterName\":\"曾先生\",\"jobKind\":\"6\",\"jobId\":\"...</td>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobK...</td>\n",
       "      <td>[本科, 架构设计, 功能开发, 模块开发]</td>\n",
       "      <td>41417137</td>\n",
       "      <td>20210726142228</td>\n",
       "      <td>6</td>\n",
       "      <td>深圳-南山区</td>\n",
       "      <td>False</td>\n",
       "      <td>IOS</td>\n",
       "      <td>20-26k·15薪</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98698dbe6273dcf8516008u.jpg</td>\n",
       "      <td>字节跳动</td>\n",
       "      <td>7863078</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>5d887b5528021708fa52b44403u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/7863078/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>其他</td>\n",
       "      <td>应届</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>{\"recruiterName\":\"曾先生\",\"jobKind\":\"6\",\"jobId\":\"...</td>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobK...</td>\n",
       "      <td>[本科, 架构设计, 功能开发, 模块开发]</td>\n",
       "      <td>41417007</td>\n",
       "      <td>20210726142131</td>\n",
       "      <td>6</td>\n",
       "      <td>深圳-南山区</td>\n",
       "      <td>False</td>\n",
       "      <td>客户端Android开发工程师-国际化直播-校招</td>\n",
       "      <td>20-26k·15薪</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98698dbe6273dcf8516008u.jpg</td>\n",
       "      <td>字节跳动</td>\n",
       "      <td>7863078</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>5d887b5528021708fa52b44403u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/7863078/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>其他</td>\n",
       "      <td>应届</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>{\"recruiterName\":\"曾先生\",\"jobKind\":\"6\",\"jobId\":\"...</td>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobK...</td>\n",
       "      <td>[本科, 推荐算法, Python]</td>\n",
       "      <td>41416849</td>\n",
       "      <td>20210727104726</td>\n",
       "      <td>6</td>\n",
       "      <td>深圳-南山区</td>\n",
       "      <td>False</td>\n",
       "      <td>算法工程师</td>\n",
       "      <td>20-26k·15薪</td>\n",
       "      <td>...</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98698dbe6273dcf8516008u.jpg</td>\n",
       "      <td>字节跳动</td>\n",
       "      <td>7863078</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>5d887b5528021708fa52b44403u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/7863078/</td>\n",
       "      <td>互联网</td>\n",
       "      <td>其他</td>\n",
       "      <td>应届</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>68 rows × 32 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                           dataParams  \\\n",
       "0   {\"jobId\":\"58933487\",\"userId\":\"cae51dc559dc97f1...   \n",
       "1   {\"jobId\":\"55052293\",\"userId\":\"25f31b190a09e347...   \n",
       "2   {\"jobId\":\"44470603\",\"userId\":\"f7ff1de94800af77...   \n",
       "3   {\"jobId\":\"44469399\",\"userId\":\"f7ff1de94800af77...   \n",
       "4   {\"jobId\":\"62111081\",\"userId\":\"201c7ff7b010899a...   \n",
       "..                                                ...   \n",
       "23  {\"recruiterName\":\"曾先生\",\"jobKind\":\"6\",\"jobId\":\"...   \n",
       "24  {\"recruiterName\":\"曾先生\",\"jobKind\":\"6\",\"jobId\":\"...   \n",
       "25  {\"recruiterName\":\"曾先生\",\"jobKind\":\"6\",\"jobId\":\"...   \n",
       "26  {\"recruiterName\":\"曾先生\",\"jobKind\":\"6\",\"jobId\":\"...   \n",
       "27  {\"recruiterName\":\"曾先生\",\"jobKind\":\"6\",\"jobId\":\"...   \n",
       "\n",
       "                                             dataInfo  \\\n",
       "0   %7B%22jobId%22%3A%2258933487%22%2C%22pageSize%...   \n",
       "1   %7B%22jobId%22%3A%2255052293%22%2C%22pageSize%...   \n",
       "2   %7B%22jobId%22%3A%2244470603%22%2C%22pageSize%...   \n",
       "3   %7B%22jobId%22%3A%2244469399%22%2C%22pageSize%...   \n",
       "4   %7B%22jobId%22%3A%2262111081%22%2C%22pageSize%...   \n",
       "..                                                ...   \n",
       "23  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobK...   \n",
       "24  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobK...   \n",
       "25  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobK...   \n",
       "26  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobK...   \n",
       "27  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobK...   \n",
       "\n",
       "                                           job.labels job.jobId  \\\n",
       "0                    [市场营销, 活动策划, 市场策划, KOL, 政府/社会服务]  58933487   \n",
       "1                                         [市场营销, KOL]  55052293   \n",
       "2                                  [数据分析, 用户增长, 用户研究]  44470603   \n",
       "3   [网络营销, 广告投放, 内容运营, 裂变拉新, 会员用户运营, 转化变现, 社群运营, 新...  44469399   \n",
       "4                                                  []  62111081   \n",
       "..                                                ...       ...   \n",
       "23                             [本科, 架构设计, 功能开发, 模块开发]  47655775   \n",
       "24           [本科, 架构设计, 架构开发, PHP, Java, Python, C++]  41417423   \n",
       "25                             [本科, 架构设计, 功能开发, 模块开发]  41417137   \n",
       "26                             [本科, 架构设计, 功能开发, 模块开发]  41417007   \n",
       "27                                 [本科, 推荐算法, Python]  41416849   \n",
       "\n",
       "   job.refreshTime job.jobKind  job.dq  job.topJob                 job.title  \\\n",
       "0   20230530091138           2  深圳-龙华区       False     用户增长与运营，深圳 (MJ007349)   \n",
       "1   20221213141751           2  深圳-南山区       False     用户增长与运营，深圳 (MJ007349)   \n",
       "2   20231101145727           2  深圳-福田区       False             商务经理（用户增长-深圳）   \n",
       "3   20231101145727           2  深圳-福田区       False                商务经理（用户增长）   \n",
       "4   20231010165252           2  深圳-福田区       False                     综合管培生   \n",
       "..             ...         ...     ...         ...                       ...   \n",
       "23  20220302203736           6  深圳-南山区       False   客户端开发工程师-TikTok直播【22春招】   \n",
       "24  20210726142458           6  深圳-南山区       False          后端开发工程师-国际化直播-校招   \n",
       "25  20210726142228           6  深圳-南山区       False                       IOS   \n",
       "26  20210726142131           6  深圳-南山区       False  客户端Android开发工程师-国际化直播-校招   \n",
       "27  20210727104726           6  深圳-南山区       False                     算法工程师   \n",
       "\n",
       "    job.salary  ... recruiter.chatted         recruiter.recruiterPhoto  \\\n",
       "0       15-30k  ...             False  5f8f98698dbe6273dcf8516008u.jpg   \n",
       "1       20-30k  ...             False  5fe59ae01ef4276c83ed107706u.jpg   \n",
       "2   25-50k·14薪  ...             False  5f8f9868f6d1ab58476f24a008u.jpg   \n",
       "3   25-50k·14薪  ...             False  5f8f9868f6d1ab58476f24a008u.jpg   \n",
       "4       10-15k  ...             False  5f8f986aea60860b75384fab08u.jpg   \n",
       "..         ...  ...               ...                              ...   \n",
       "23  20-30k·15薪  ...             False  5f8f98698dbe6273dcf8516008u.jpg   \n",
       "24  20-26k·15薪  ...             False  5f8f98698dbe6273dcf8516008u.jpg   \n",
       "25  20-26k·15薪  ...             False  5f8f98698dbe6273dcf8516008u.jpg   \n",
       "26  20-26k·15薪  ...             False  5f8f98698dbe6273dcf8516008u.jpg   \n",
       "27  20-26k·15薪  ...             False  5f8f98698dbe6273dcf8516008u.jpg   \n",
       "\n",
       "    comp.compName comp.compId comp.compScale                    comp.compLogo  \\\n",
       "0   特斯拉汽车（北京）有限公司     8626076       10000人以上  636685295f464d5d0800357c02u.png   \n",
       "1   特斯拉汽车（北京）有限公司     8626076       10000人以上  636685295f464d5d0800357c02u.png   \n",
       "2            欧科云链     9808147     2000-5000人  62ff30ffe8dce85d7c934dff08u.png   \n",
       "3            欧科云链     9808147     2000-5000人  62ff30ffe8dce85d7c934dff08u.png   \n",
       "4   深圳市渡尔教育咨询有限公司     9911071          1-49人  61b07937d0458d53c627567e02u.jpg   \n",
       "..            ...         ...            ...                              ...   \n",
       "23           字节跳动     7863078       10000人以上  5d887b5528021708fa52b44403u.jpg   \n",
       "24           字节跳动     7863078       10000人以上  5d887b5528021708fa52b44403u.jpg   \n",
       "25           字节跳动     7863078       10000人以上  5d887b5528021708fa52b44403u.jpg   \n",
       "26           字节跳动     7863078       10000人以上  5d887b5528021708fa52b44403u.jpg   \n",
       "27           字节跳动     7863078       10000人以上  5d887b5528021708fa52b44403u.jpg   \n",
       "\n",
       "                                  comp.link comp.compIndustry comp.compStage  \\\n",
       "0   https://www.liepin.com/company/8626076/             新能源汽车            NaN   \n",
       "1   https://www.liepin.com/company/8626076/             新能源汽车            NaN   \n",
       "2   https://www.liepin.com/company/9808147/               区块链           港股上市   \n",
       "3   https://www.liepin.com/company/9808147/               区块链           港股上市   \n",
       "4   https://www.liepin.com/company/9911071/              其他行业          融资未公开   \n",
       "..                                      ...               ...            ...   \n",
       "23  https://www.liepin.com/company/7863078/               互联网             其他   \n",
       "24  https://www.liepin.com/company/7863078/               互联网             其他   \n",
       "25  https://www.liepin.com/company/7863078/               互联网             其他   \n",
       "26  https://www.liepin.com/company/7863078/               互联网             其他   \n",
       "27  https://www.liepin.com/company/7863078/               互联网             其他   \n",
       "\n",
       "   job.campusJobKind  \n",
       "0                NaN  \n",
       "1                NaN  \n",
       "2                NaN  \n",
       "3                NaN  \n",
       "4                NaN  \n",
       "..               ...  \n",
       "23                应届  \n",
       "24                应届  \n",
       "25                应届  \n",
       "26                应届  \n",
       "27                应届  \n",
       "\n",
       "[68 rows x 32 columns]"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import crawl_liepin\n",
    "\n",
    "crawl_liepin.crawl(城市=\"深圳\",关键词=\"用户增长\",工作经验='应届生')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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